Linear Models in Matrix Form: A Hands-On Approach for the Behavioral Sciences By Jonathon D. Brown
English | EPUB | 2014 | 536 Pages | ISBN : 3319117335 | 3.95 MB
This textbook is an approachable introduction to statistical analysis using matrix algebra. Prior knowledge of matrix algebra is not necessary. Advanced topics are easy to follow through analyses that were performed on an open-source spreadsheet using a few built-in functions. These topics include ordinary linear regression, as well as maximum likelihood estimation, matrix decompositions, nonparametric smoothers and penalized cubic splines.